Power BI Data Modeling Essentials
Understanding Data Modeling is the only key to having advanced Power BI skills. This course is well broken down to let you master Data Modeling in Power BI
Introduction & Prerequisites
Understanding Data Normalization (part 1)
Understanding Data Normalization (part 2)
Understanding Data Normalization (Part 3)
Understanding Fact and Dimension Fields
Eliminating Redundancy in data with Normalization
Understanding the requirements for Normalizing Data
Planning for Data Normalization
Mapping Data for Normalization
Mapping out the Fact Fields
Creating an Entity Relationship Diagram from Mapped Model
Assignment - Data Normalization Assignment
Download class files
12. Normalizing data with Power Query (part 1)
Normalizing data with Power Query (part 2)
Normalizing data with Power Query (part 3)
Organizing Queries into Folders
Assignment - Normalizing Data with Power Query
Confirming model relationships (part 1)
Confirming model relationships (part 2)
Understanding Model Cardinality and Cross-filter direction
Understanding Model Cardinality and Cross-filter direction (part 2)
Explaining Cross-filter direction (part 1)
Explaining Cross-filter direction (part 2)
Explaining Cross-filter direction (part 3)
Understanding Star Schema and Snowflake Schema
Converting from Snowflake to Star Schema
Assignment - Creating Power BI Data Model
Introduction to Date Dimension Tables
Introduction to creating Date Tables in Power BI
Creating Date Tables with CALENDARAUTO function
Validating Date Tables and Connecting to fact table
Creating Yar Column with YEAR function
Creating Quarter and Month Number columns with QUARTER and MONTH functions
Creating Month Name column with FORMAT function
Fixing Month Sorting Order
Creating Day of Week column with FORMAT function
Fixing Day of Week Sorting Order
Creating Week of Year Column with WEEKNUM function
Introduction to creating Date Tables with Power Query
Step 1 of creating Date Table with Power Query
Step 2 of creating Date Table with Power Query
Step 3 of creating Date Table with Power Query
Step 4 of creating Date Table with Power Query
Final steps of creating Date Table with Power Query
Assignment - Building a Power BI Date Table
Intro to working with multiple fact tables
Preparing our Target Data
Creating the relationships for our Target data
Understanding and Managing Many to Many Relationships
Managing Many to Many relationships with Bridge Tables
Introduction to Troubleshooting Power BI models
Troubleshoot when all visual categories show the same values
Troubleshoot when all visual categories are not displaying
Troubleshoot when Date Categories are not displaying on Visuals
Troubleshoot when unable to link two tables (part 1)
Troubleshoot when unable to link two tables (part 2)
Showing categories with no data and troubleshoot when visual categories show some blanks